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Minghao Guo
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When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
M Guo, Y Yang, R Xu, Z Liu, D Lin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1762020
Online hyper-parameter learning for auto-augmentation strategy
C Lin, M Guo, C Li, X Yuan, W Wu, J Yan, D Lin, W Ouyang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
932019
Am-lfs: Automl for loss function search
C Li, X Yuan, C Lin, M Guo, W Wu, J Yan, W Ouyang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
752019
Irlas: Inverse reinforcement learning for architecture search
M Guo, Z Zhong, W Wu, D Lin, J Yan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
462019
Texture memory-augmented deep patch-based image inpainting
R Xu, M Guo, J Wang, X Li, B Zhou, CC Loy
IEEE Transactions on Image Processing 30, 9112-9124, 2021
412021
Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
M Guo, J Lu, J Zhou
Proceedings of the European Conference on Computer Vision (ECCV), 768-783, 2018
352018
Data-Efficient Graph Grammar Learning for Molecular Generation
M Guo, V Thost, B Li, P Das, J Chen, W Matusik
arXiv preprint arXiv:2203.08031, 2022
322022
Learning reasoning-decision networks for robust face alignment
H Liu, J Lu, M Guo, S Wu, J Zhou
IEEE transactions on pattern analysis and machine intelligence 42 (3), 679-693, 2018
272018
Combining exemplar-based approach and learning-based approach for light field super-resolution using a hybrid imaging system
H Zheng, M Guo, H Wang, Y Liu, L Fang
Proceedings of the IEEE International Conference on Computer Vision, 2481-2486, 2017
252017
Towards Evaluating and Training Verifiably Robust Neural Networks
Z Lyu, M Guo, T Wu, G Xu, K Zhang, D Lin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
232021
Polygrammar: Grammar for Digital Polymer Representation and Generation
M Guo, W Shou, L Makatura, T Erps, M Foshey, W Matusik
Advanced Science 9 (23), 2101864, 2022
202022
Pareto gamuts
L Makatura, M Guo, A Schulz, J Solomon, W Matusik
Association for Computing Machinery (ACM), 2021
7*2021
Hierarchical grammar-induced geometry for data-efficient molecular property prediction
M Guo, V Thost, SW Song, A Balachandran, P Das, J Chen, W Matusik
International Conference on Machine Learning, 12055-12076, 2023
22023
Medial Skeletal Diagram: A Generalized Medial Axis Approach for Compact 3D Shape Representation
M Guo, B Wang, W Matusik
arXiv preprint arXiv:2310.09395, 2023
12023
Representing Molecules as Random Walks Over Interpretable Grammars
M Sun, M Guo, W Yuan, V Thost, CE Owens, AF Grosz, S Selvan, K Zhou, ...
arXiv preprint arXiv:2403.08147, 2024
2024
Geometrically Programed, Contact-based Particle Robots
B Wang, B Deng, S Li, M Guo, W Freeman, W Matusik
Bulletin of the American Physical Society, 2024
2024
Variational quasi-harmonic maps for computing diffeomorphisms
Y Wang, M Guo, J Solomon
ACM Transactions on Graphics (TOG) 42 (4), 1-26, 2023
2023
Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
M Guo, V Thost, S Song, A Balachandran, P Das, J Chen, W Matusik
2023
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